{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "# -*- coding: utf-8 -*-\n",
    "\n",
    "from keras.models import Model\n",
    "from keras.layers import Input, Activation, Conv1D, Lambda, Add, Multiply, BatchNormalization\n",
    "from keras.optimizers import Adam, SGD\n",
    "from keras import backend as K\n",
    "from keras.callbacks import ModelCheckpoint, ReduceLROnPlateau\n",
    " \n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "%matplotlib inline\n",
    "import random\n",
    "import pickle\n",
    "import glob\n",
    "from tqdm import tqdm\n",
    "import os\n",
    "\n",
    "from python_speech_features import mfcc #计算mfcc(13维)\n",
    "import scipy.io.wavfile as wav\n",
    "import librosa\n",
    "from IPython.display import Audio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13388\n",
      "['被 赶 下 王位 后 还要 被 众 猴 推下 怒江 淹死 所以 叫 葬 王 滩\\n', 'bei4 gan3 xia4 wang2 wei4 hou4 hai2 yao4 bei4 zhong4 hou2 tui1 xia4 nu4 jiang1 yan1 si3 suo2 yi3 jiao4 zang4 wang2 tan1\\n', 'b ei4 g an3 x ia4 uu uang2 uu ui4 h ou4 h ai2 ii iao4 b ei4 zh ong4 h ou2 t ui1 x ia4 n u4 j iang1 ii ian1 s iy3 s uo2 ii i3 j iao4 z ang4 uu uang2 t an1\\n']\n"
     ]
    }
   ],
   "source": [
    "text_paths = glob.glob('data/*.trn')\n",
    "total = len(text_paths)\n",
    "print(total)  \n",
    "# 查看一共有多少条数据\n",
    "with open(text_paths[0], 'r', encoding='utf8') as fr:\n",
    "    lines = fr.readlines()\n",
    "    print(lines)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data/C12_561.wav 被赶下王位后还要被众猴推下怒江淹死所以叫葬王滩\n"
     ]
    }
   ],
   "source": [
    "# 提取文本标注和语音文件路径，保留中文并去掉空格\n",
    "texts = []\n",
    "paths = []\n",
    "for path in text_paths:\n",
    "    with open(path, 'r', encoding='utf8') as fr:\n",
    "        lines = fr.readlines()\n",
    "        line = lines[0].strip('\\n').replace(' ', '')\n",
    "        texts.append(line)\n",
    "        paths.append(path.rstrip('.trn'))\n",
    "\n",
    "print(paths[0], texts[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Audio Text: 被赶下王位后还要被众猴推下怒江淹死所以叫葬王滩\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f63ed488160>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of MFCC: (444, 13)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f63ecd83a90>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source src=\"data:audio/x-wav;base64,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\" type=\"audio/x-wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# MFCC特征保留13维，定义加载语音文件并去掉两端静音的函数，以及可视化语音文件的函数\n",
    "mfcc_dim = 13 #这里保留13维特征，防止过度拟合\n",
    "\n",
    "# 加载并裁剪音频文件的函数\n",
    "def load_and_trim(path):\n",
    "    # 使用librosa加载音频文件，返回音频数据和采样率\n",
    "    audio, sr = librosa.load(path) \n",
    "    \n",
    "    # 计算音频的能量均方根值(RMSE)\n",
    "    energy = librosa.feature.rmse(audio)\n",
    "    \n",
    "    # 找到能量大于最大能量1/5的帧，用于识别有效音频段\n",
    "    frames = np.nonzero(energy >= np.max(energy) / 5)\n",
    "    \n",
    "    # 将帧索引转换为采样点索引\n",
    "    indices = librosa.core.frames_to_samples(frames)[1]\n",
    "    \n",
    "    # 裁剪音频，只保留有效音频段；如果未找到有效段则返回空音频\n",
    "    audio = audio[indices[0]:indices[-1]] if indices.size else audio[0:0]\n",
    "    \n",
    "    return audio, sr\n",
    "\n",
    "# 可视化函数，用于显示音频波形和MFCC特征\n",
    "def visualize(index):\n",
    "    # 获取指定索引的音频路径和对应文本\n",
    "    path = paths[index]\n",
    "    text = texts[index]\n",
    "    print('Audio Text:', text)\n",
    "    \n",
    "    # 加载并裁剪音频\n",
    "    audio, sr = load_and_trim(path)\n",
    "    \n",
    "    # 绘制原始音频波形图\n",
    "    plt.figure(figsize=(12, 3))\n",
    "    plt.plot(np.arange(len(audio)), audio)\n",
    "    plt.title('Raw Audio Signal')\n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Audio Amplitude')\n",
    "    plt.show()\n",
    "    \n",
    "    # 提取MFCC特征（梅尔频率倒谱系数）\n",
    "    feature = mfcc(audio, sr, numcep=mfcc_dim, nfft=551)\n",
    "    print('Shape of MFCC:', feature.shape)\n",
    "    \n",
    "    # 绘制MFCC特征图\n",
    "    fig = plt.figure(figsize=(12, 5))\n",
    "    ax = fig.add_subplot(111)\n",
    "    im = ax.imshow(feature, cmap=plt.cm.jet, aspect='auto')\n",
    "    plt.title('Normalized MFCC')\n",
    "    plt.ylabel('Time')\n",
    "    plt.xlabel('MFCC Coefficient')\n",
    "    # 添加颜色条\n",
    "    plt.colorbar(im, cax=make_axes_locatable(ax).append_axes('right', size='5%', pad=0.05))\n",
    "    ax.set_xticks(np.arange(0, 13, 2), minor=False);\n",
    "    plt.show()\n",
    "    \n",
    "    return path\n",
    "\n",
    "# 显示第一个音频文件的波形和MFCC特征\n",
    "Audio(visualize(0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 13388/13388 [59:11<00:00,  3.45it/s] "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13388 (444, 13)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "features = [] #获取全部语音文件的MFCC特征\n",
    "for i in tqdm(range(total)):\n",
    "    path = paths[i]\n",
    "    audio, sr = load_and_trim(path)\n",
    "    features.append(mfcc(audio, sr, numcep=mfcc_dim, nfft=551))\n",
    "    \n",
    "print(len(features), features[0].shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -4.13904153   5.08867636 -26.67533752  15.00214156 -22.40365664\n",
      "  -0.81912315 -17.1327757    6.57387586 -19.08609289   5.0187884\n",
      " -10.69399481  -1.66688138  -2.02195375]\n",
      "[ 3.00484029 14.55029426 14.36740557 19.94853475 16.16290146 22.27750743\n",
      " 18.08026712 17.60262745 16.08046824 15.55921372 13.48638884 12.48479331\n",
      " 10.5886443 ]\n"
     ]
    }
   ],
   "source": [
    "#将MFCC特征进行归一化 \n",
    "samples = random.sample(features, 100)\n",
    "samples = np.vstack(samples)\n",
    "\n",
    "mfcc_mean = np.mean(samples, axis=0)\n",
    "mfcc_std = np.std(samples, axis=0)\n",
    "print(mfcc_mean)\n",
    "print(mfcc_std)\n",
    "\n",
    "features = [(feature - mfcc_mean) / (mfcc_std + 1e-14) for feature in features]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2883 ['的', '一', '有', '人', '了', '不', '为', '在', '是', '十', '用', '我', '外', '要', '也', '而', '中', '上', '二', '国', '他', '大', '和', '文', '来', '年', '子', '这', '到', '业', '生', '越', '于', '下', '地', '个', '以', '着', '家', '时', '月', '区', '出', '后', '成', '与', '五', '日', '能', '们', '多', '又', '可', '学', '王', '员', '三', '天', '行', '山', '发', '长', '运', '等', '因', '百', '同', '儿', '四', '得', '里', '开', '说', '就', '会', '小', '过', '作', '从', '军', '去', '之', '被', '种', '内', '应', '对', '样', '全', '厂', '民', '往', '然', '育', '所', '高', '方', '将', '明', '新']\n"
     ]
    }
   ],
   "source": [
    "# 建立字典\n",
    "chars = {}\n",
    "for text in texts:\n",
    "    for c in text:\n",
    "        chars[c] = chars.get(c, 0) + 1\n",
    "\n",
    "chars = sorted(chars.items(), key=lambda x: x[1], reverse=True)\n",
    "chars = [char[0] for char in chars]\n",
    "print(len(chars), chars[:100])\n",
    "\n",
    "char2id = {c: i for i, c in enumerate(chars)}\n",
    "id2char = {i: c for i, c in enumerate(chars)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "jupyter": {
     "source_hidden": true
    }
   },
   "outputs": [],
   "source": [
    "# 创建数据索引数组，包含从0到total-1的所有整数\n",
    "data_index = np.arange(total)\n",
    "# 随机打乱数据索引顺序\n",
    "np.random.shuffle(data_index)\n",
    "# 计算训练集大小，占总数据的90%\n",
    "train_size = int(0.9 * total)  \n",
    "# 计算测试集大小，剩余的10%\n",
    "test_size = total - train_size\n",
    "# 取前train_size个索引作为训练集索引\n",
    "train_index = data_index[:train_size]\n",
    "# 取剩余索引作为测试集索引\n",
    "test_index = data_index[train_size:]\n",
    "\n",
    "# 根据训练索引从features中提取训练特征数据\n",
    "X_train = [features[i] for i in train_index]\n",
    "# 根据训练索引从texts中提取训练文本标签\n",
    "Y_train = [texts[i] for i in train_index]\n",
    "# 根据测试索引从features中提取测试特征数据\n",
    "X_test = [features[i] for i in test_index]\n",
    "# 根据测试索引从texts中提取测试文本标签\n",
    "Y_test = [texts[i] for i in test_index]\n",
    "\n",
    "# 设置批次大小为16\n",
    "batch_size = 16\n",
    "    \n",
    "# 定义批次生成器函数，用于生成训练数据批次\n",
    "def batch_ge·nerator(x, y, batch_size=batch_size):  \n",
    "    # 初始化偏移量\n",
    "    offset = 0\n",
    "    # 无限循环生成批次数据\n",
    "    while True:\n",
    "        # 更新偏移量\n",
    "        offset += batch_size\n",
    "        \n",
    "        # 当偏移量等于批次大小（初始状态）或超过数据长度时，重新打乱数据\n",
    "        if offset == batch_size or offset >= len(x):\n",
    "            # 创建新的数据索引数组\n",
    "            data_index = np.arange(len(x))\n",
    "            # 随机打乱索引顺序\n",
    "            np.random.shuffle(data_index)\n",
    "            # 根据新索引重新排列特征数据\n",
    "            x = [x[i] for i in data_index]\n",
    "            # 根据新索引重新排列标签数据\n",
    "            y = [y[i] for i in data_index]\n",
    "            # 重置偏移量\n",
    "            offset = batch_size\n",
    "            \n",
    "        # 从数据中提取当前批次的特征数据\n",
    "        X_data = x[offset - batch_size: offset]\n",
    "        # 从数据中提取当前批次的标签数据\n",
    "        Y_data = y[offset - batch_size: offset]\n",
    "        \n",
    "        # 计算当前批次中特征序列的最大长度\n",
    "        X_maxlen = max([X_data[i].shape[0] for i in range(batch_size)])\n",
    "        # 计算当前批次中标签序列的最大长度\n",
    "        Y_maxlen = max([len(Y_data[i]) for i in range(batch_size)])\n",
    "        \n",
    "        # 创建零矩阵存储批次特征数据，形状为[批次大小, 最大特征长度, mfcc维度]\n",
    "        X_batch = np.zeros([batch_size, X_maxlen, mfcc_dim])\n",
    "        # 创建矩阵存储批次标签数据，初始化为字符表长度值（通常表示填充符）\n",
    "        Y_batch = np.ones([batch_size, Y_maxlen]) * len(char2id)\n",
    "        # 创建数组存储每个样本的实际特征长度\n",
    "        X_length = np.zeros([batch_size, 1], dtype='int32')\n",
    "        # 创建数组存储每个样本的实际标签长度\n",
    "        Y_length = np.zeros([batch_size, 1], dtype='int32')\n",
    "        \n",
    "        # 遍历批次中的每个样本\n",
    "        for i in range(batch_size):\n",
    "            # 记录第i个样本的实际特征长度\n",
    "            X_length[i, 0] = X_data[i].shape[0]\n",
    "            # 将第i个样本的特征数据填充到批次矩阵中\n",
    "            X_batch[i, :X_length[i, 0], :] = X_data[i]\n",
    "            \n",
    "            # 记录第i个样本的实际标签长度\n",
    "            Y_length[i, 0] = len(Y_data[i])\n",
    "            # 将第i个样本的标签字符转换为ID并填充到批次矩阵中\n",
    "            Y_batch[i, :Y_length[i, 0]] = [char2id[c] for c in Y_data[i]]\n",
    "        \n",
    "        # 构建输入字典，包含特征数据、标签数据和它们的长度信息\n",
    "        inputs = {'X': X_batch, 'Y': Y_batch, 'X_length': X_length, 'Y_length': Y_length}\n",
    "        # 构建输出字典，CTC损失函数需要的占位符\n",
    "        outputs = {'ctc': np.zeros([batch_size])}\n",
    "        \n",
    "        # 生成当前批次的数据\n",
    "        yield (inputs, outputs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/50\n",
      "753/753 [==============================] - 508s 675ms/step - loss: 295.4407 - val_loss: 137.4290\n",
      "Epoch 2/50\n",
      "753/753 [==============================] - 467s 620ms/step - loss: 110.8628 - val_loss: 109.6016\n",
      "Epoch 3/50\n",
      "753/753 [==============================] - 466s 618ms/step - loss: 93.7504 - val_loss: 101.4879\n",
      "Epoch 4/50\n",
      "753/753 [==============================] - 468s 621ms/step - loss: 85.7183 - val_loss: 95.5654\n",
      "Epoch 5/50\n",
      "753/753 [==============================] - 465s 617ms/step - loss: 77.3993 - val_loss: 85.6387\n",
      "Epoch 6/50\n",
      "753/753 [==============================] - 466s 619ms/step - loss: 71.1018 - val_loss: 80.8624\n",
      "Epoch 7/50\n",
      "753/753 [==============================] - 466s 619ms/step - loss: 67.0260 - val_loss: 76.1164\n",
      "Epoch 8/50\n",
      "753/753 [==============================] - 466s 619ms/step - loss: 61.6628 - val_loss: 72.5389\n",
      "Epoch 9/50\n",
      "753/753 [==============================] - 469s 622ms/step - loss: 55.9505 - val_loss: 66.2186\n",
      "Epoch 10/50\n",
      "753/753 [==============================] - 473s 628ms/step - loss: 51.5893 - val_loss: 67.5869\n",
      "Epoch 11/50\n",
      "753/753 [==============================] - 473s 629ms/step - loss: 48.3195 - val_loss: 66.8055\n",
      "Epoch 12/50\n",
      "753/753 [==============================] - 474s 629ms/step - loss: 45.6891 - val_loss: 58.5966\n",
      "Epoch 13/50\n",
      "753/753 [==============================] - 472s 627ms/step - loss: 41.5351 - val_loss: 57.7204\n",
      "Epoch 14/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 37.4109 - val_loss: 55.0541\n",
      "Epoch 15/50\n",
      "753/753 [==============================] - 469s 622ms/step - loss: 33.7099 - val_loss: 55.1333\n",
      "Epoch 16/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 33.3736 - val_loss: 52.5402\n",
      "Epoch 17/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 28.7576 - val_loss: 52.1436\n",
      "Epoch 18/50\n",
      "753/753 [==============================] - 471s 626ms/step - loss: 28.4222 - val_loss: 51.5023\n",
      "Epoch 19/50\n",
      "753/753 [==============================] - 471s 626ms/step - loss: 26.0727 - val_loss: 50.5409\n",
      "Epoch 20/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 25.2351 - val_loss: 48.8742\n",
      "Epoch 21/50\n",
      "753/753 [==============================] - 471s 625ms/step - loss: 22.2551 - val_loss: 47.9372\n",
      "Epoch 22/50\n",
      "753/753 [==============================] - 470s 625ms/step - loss: 20.7514 - val_loss: 46.6656\n",
      "Epoch 23/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 18.6849 - val_loss: 46.8037\n",
      "Epoch 24/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 17.9683 - val_loss: 55.1475\n",
      "Epoch 25/50\n",
      "753/753 [==============================] - 467s 620ms/step - loss: 16.5779 - val_loss: 48.7668\n",
      "Epoch 26/50\n",
      "753/753 [==============================] - 467s 620ms/step - loss: 17.2572 - val_loss: 43.6391\n",
      "Epoch 27/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 9.0512 - val_loss: 38.6428\n",
      "Epoch 28/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 7.0473 - val_loss: 38.4721\n",
      "Epoch 29/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 5.7092 - val_loss: 39.8656\n",
      "Epoch 30/50\n",
      "753/753 [==============================] - 470s 625ms/step - loss: 4.9837 - val_loss: 39.8611\n",
      "Epoch 31/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 4.7263 - val_loss: 39.6708\n",
      "Epoch 32/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 4.2390 - val_loss: 40.7202\n",
      "Epoch 33/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 3.8780 - val_loss: 41.6156\n",
      "Epoch 34/50\n",
      "753/753 [==============================] - 468s 622ms/step - loss: 3.7508 - val_loss: 41.3305\n",
      "Epoch 35/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 3.6259 - val_loss: 42.4546\n",
      "Epoch 36/50\n",
      "753/753 [==============================] - 469s 622ms/step - loss: 3.5456 - val_loss: 42.7036\n",
      "Epoch 37/50\n",
      "753/753 [==============================] - 465s 617ms/step - loss: 3.2398 - val_loss: 42.9786\n",
      "Epoch 38/50\n",
      "753/753 [==============================] - 465s 618ms/step - loss: 3.0010 - val_loss: 42.1759\n",
      "Epoch 39/50\n",
      "753/753 [==============================] - 467s 620ms/step - loss: 3.0410 - val_loss: 43.4495\n",
      "Epoch 40/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 2.4573 - val_loss: 42.7110\n",
      "Epoch 41/50\n",
      "753/753 [==============================] - 468s 622ms/step - loss: 2.2703 - val_loss: 42.9307\n",
      "Epoch 42/50\n",
      "753/753 [==============================] - 468s 622ms/step - loss: 2.1829 - val_loss: 43.3538\n",
      "Epoch 43/50\n",
      "753/753 [==============================] - 468s 622ms/step - loss: 2.1076 - val_loss: 43.0604\n",
      "Epoch 44/50\n",
      "753/753 [==============================] - 472s 627ms/step - loss: 2.0337 - val_loss: 42.7556\n",
      "Epoch 45/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 1.9211 - val_loss: 44.2302\n",
      "Epoch 46/50\n",
      "753/753 [==============================] - 468s 622ms/step - loss: 1.9012 - val_loss: 43.7813\n",
      "Epoch 47/50\n",
      "753/753 [==============================] - 470s 624ms/step - loss: 1.8783 - val_loss: 43.7476\n",
      "Epoch 48/50\n",
      "753/753 [==============================] - 473s 628ms/step - loss: 1.8182 - val_loss: 44.8165\n",
      "Epoch 49/50\n",
      "753/753 [==============================] - 469s 623ms/step - loss: 1.8297 - val_loss: 43.5026\n",
      "Epoch 50/50\n",
      "753/753 [==============================] - 468s 621ms/step - loss: 1.8291 - val_loss: 44.3866\n"
     ]
    }
   ],
   "source": [
    "# 定义训练参数和模型结构并开始训练\n",
    "epochs = 50  # 训练轮数\n",
    "num_blocks = 3  # 残差块数量\n",
    "filters = 128  # 卷积核数量\n",
    "\n",
    "# 定义模型输入\n",
    "X = Input(shape=(None, mfcc_dim,), dtype='float32', name='X')  # 音频特征输入\n",
    "Y = Input(shape=(None,), dtype='float32', name='Y')  # 标签输入\n",
    "X_length = Input(shape=(1,), dtype='int32', name='X_length')  # 输入序列长度\n",
    "Y_length = Input(shape=(1,), dtype='int32', name='Y_length')  # 标签序列长度\n",
    "\n",
    "# 一维卷积层\n",
    "def conv1d(inputs, filters, kernel_size, dilation_rate):\n",
    "    return Conv1D(filters=filters, kernel_size=kernel_size, strides=1, \n",
    "                  padding='causal', activation=None, dilation_rate=dilation_rate)(inputs)\n",
    "\n",
    "# 批量归一化\n",
    "def batchnorm(inputs):\n",
    "    return BatchNormalization()(inputs)\n",
    "\n",
    "# 激活函数\n",
    "def activation(inputs, activation):\n",
    "    return Activation(activation)(inputs)\n",
    "\n",
    "# 残差块\n",
    "def res_block(inputs, filters, kernel_size, dilation_rate):\n",
    "    # 两个并行的卷积路径\n",
    "    hf = activation(batchnorm(conv1d(inputs, filters, kernel_size, dilation_rate)), 'tanh')\n",
    "    hg = activation(batchnorm(conv1d(inputs, filters, kernel_size, dilation_rate)), 'sigmoid')\n",
    "    # 门控机制\n",
    "    h0 = Multiply()([hf, hg])\n",
    "    \n",
    "    # 输出和跳跃连接\n",
    "    ha = activation(batchnorm(conv1d(h0, filters, 1, 1)), 'tanh')\n",
    "    hs = activation(batchnorm(conv1d(h0, filters, 1, 1)), 'tanh')\n",
    "    \n",
    "    # 残差连接和跳跃连接\n",
    "    return Add()([ha, inputs]), hs\n",
    "\n",
    "# 构建主网络\n",
    "h0 = activation(batchnorm(conv1d(X, filters, 1, 1)), 'tanh')  # 初始卷积\n",
    "shortcut = []  # 存储跳跃连接\n",
    "\n",
    "# 堆叠残差块\n",
    "for i in range(num_blocks):\n",
    "    for r in [1, 2, 4, 8, 16]:  # 不同的膨胀率\n",
    "        h0, s = res_block(h0, filters, 7, r)\n",
    "        shortcut.append(s)\n",
    "\n",
    "# 处理跳跃连接\n",
    "h1 = activation(Add()(shortcut), 'relu')  # 合并所有跳跃连接\n",
    "h1 = activation(batchnorm(conv1d(h1, filters, 1, 1)), 'relu')  # 再次卷积\n",
    "Y_pred = activation(batchnorm(conv1d(h1, len(char2id) + 1, 1, 1)), 'softmax')  # 输出层\n",
    "\n",
    "# 创建子模型\n",
    "sub_model = Model(inputs=X, outputs=Y_pred)\n",
    "\n",
    "# CTC损失计算\n",
    "def calc_ctc_loss(args):\n",
    "    y, yp, ypl, yl = args\n",
    "    return K.ctc_batch_cost(y, yp, ypl, yl)\n",
    "\n",
    "# 构建完整模型\n",
    "ctc_loss = Lambda(calc_ctc_loss, output_shape=(1,), name='ctc')([Y, Y_pred, X_length, Y_length])\n",
    "model = Model(inputs=[X, Y, X_length, Y_length], outputs=ctc_loss)\n",
    "\n",
    "# 编译模型\n",
    "optimizer = SGD(lr=0.02, momentum=0.9, nesterov=True, clipnorm=5)\n",
    "model.compile(loss={'ctc': lambda ctc_true, ctc_pred: ctc_pred}, optimizer=optimizer)\n",
    "\n",
    "# 训练回调\n",
    "checkpointer = ModelCheckpoint(filepath='asr.h5', verbose=0)  # 保存最佳模型(是整个模型)\n",
    "lr_decay = ReduceLROnPlateau(monitor='loss', factor=0.2, patience=1, min_lr=0.000)  # 学习率衰减\n",
    "\n",
    "# 模型训练\n",
    "history = model.fit_generator(\n",
    "    generator=batch_generator(X_train, Y_train),  # 训练数据生成器\n",
    "    steps_per_epoch=len(X_train) // batch_size,  # 每轮步数\n",
    "    epochs=epochs,  # 训练轮数\n",
    "    validation_data=batch_generator(X_test, Y_test),  # 验证数据生成器\n",
    "    validation_steps=len(X_test) // batch_size,  # 验证步数\n",
    "    callbacks=[checkpointer, lr_decay])  # 回调函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 保存模型和字典\n",
    "sub_model.save('asr.h5') #我们只需要这个子模型\n",
    "with open('dictionary.pkl', 'wb') as fw:\n",
    "    pickle.dump([char2id, id2char, mfcc_mean, mfcc_std], fw)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f63ecc15860>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制损失函数曲线\n",
    "train_loss = history.history['loss']\n",
    "valid_loss = history.history['val_loss'] #valid不降反增说明有点过度拟合\n",
    "plt.plot(np.linspace(1, epochs, epochs), train_loss, label='train')\n",
    "plt.plot(np.linspace(1, epochs, epochs), valid_loss, label='valid')\n",
    "plt.legend(loc='upper right')\n",
    "plt.xlabel('Epoch')\n",
    "plt.ylabel('Loss')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/anaconda3/lib/python3.6/site-packages/keras/engine/saving.py:270: UserWarning: No training configuration found in save file: the model was *not* compiled. Compile it manually.\n",
      "  warnings.warn('No training configuration found in save file: '\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True transcription:\n",
      "--  而此时正赶上咸阳地市机构变化原咸阳市改为秦都区咸阳地区改为咸阳市 \n",
      "\n",
      "Predicted transcription:\n",
      "-- 而此时正赶上咸阳地市机构变化原咸阳市改为秦都区咸阳地区改为咸阳市 \n",
      "\n",
      "True transcription:\n",
      "--  全党必须紧紧团结在以江泽民同志为核心的党中央周围一心一意稳扎稳打共创未来 \n",
      "\n",
      "Predicted transcription:\n",
      "-- 人南必须经紧团结在以江泽民同志威核心的党中央州围一心一稳教扎稳打共创未 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "# 从 keras.models 模块中导入 load_model 函数，用于加载预训练的模型\n",
    "from keras.models import load_model\n",
    "# 导入 pickle 模块，用于读取序列化的 Python 对象\n",
    "import pickle\n",
    "\n",
    "# 从 dictionary.pkl 文件中加载字符到 ID 和 ID 到字符的映射字典，以及 MFCC 特征的均值和标准差\n",
    "with open('dictionary.pkl', 'rb') as fr:\n",
    "    [char2id, id2char, mfcc_mean, mfcc_std] = pickle.load(fr)\n",
    "\n",
    "# 加载预训练的语音识别模型\n",
    "sub_model = load_model('asr.h5')\n",
    "\n",
    "# 定义一个函数，用于随机选择一个样本进行预测并打印真实文本和预测文本\n",
    "def random_predict(x, y):\n",
    "    # 随机选择一个索引\n",
    "    index = np.random.randint(len(x))\n",
    "    # 获取对应的特征和文本\n",
    "    feature = x[index]\n",
    "    text = y[index]\n",
    "    \n",
    "    # 使用模型对特征进行预测\n",
    "    pred = sub_model.predict(np.expand_dims(feature, axis=0))\n",
    "    # 解码预测结果，使用CTC解码器，beam_width=10表示束搜索的宽度为10\n",
    "    pred_ids = K.eval(K.ctc_decode(pred, [feature.shape[0]], greedy=False, beam_width=10, top_paths=1)[0][0])\n",
    "    # 将预测结果展平并转换为列表\n",
    "    pred_ids = pred_ids.flatten().tolist()\n",
    "    \n",
    "    # 打印真实的转录文本\n",
    "    print('True transcription:\\n-- ', text, '\\n')\n",
    "    # 打印预测的转录文本\n",
    "    print('Predicted transcription:\\n-- ' + ''.join([id2char[i] for i in pred_ids]), '\\n')\n",
    "\n",
    "# 对训练集和测试集分别进行随机预测\n",
    "random_predict(X_train, Y_train)\n",
    "random_predict(X_test, Y_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:mamba-codegeex-agent]",
   "language": "python",
   "name": "conda-env-mamba-codegeex-agent-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
